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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1021–1030 of 4740 papers

Title	Date	Tasks	Status	Hype
Exploring the Best Practices of Query Expansion with Large Language Models	Jan 12, 2024	Information RetrievalRe-Ranking	CodeCode Available	1
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning	Jan 12, 2024	Diversitydocument understanding	CodeCode Available	3
Extreme Compression of Large Language Models via Additive Quantization	Jan 11, 2024	CPUGPU	CodeCode Available	5
Large Language Models vs. Search Engines: Evaluating User Preferences Across Varied Information Retrieval Scenarios	Jan 11, 2024	Information RetrievalRetrieval	—Unverified	0
Improving Tag-Clouds as Visual Information Retrieval Interfaces	Jan 10, 2024	Information RetrievalRetrieval	—Unverified	0
Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking	Jan 10, 2024	BenchmarkingInformation Retrieval	—Unverified	0
Adapting Standard Retrieval Benchmarks to Evaluate Generated Answers	Jan 9, 2024	Information RetrievalRetrieval	—Unverified	0
Probabilistic emotion and sentiment modelling of patient-reported experiences	Jan 9, 2024	Information RetrievalRecommendation Systems	CodeCode Available	0
Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation	Jan 9, 2024	Information RetrievalKnowledge Distillation	—Unverified	0
Sparse Meets Dense: A Hybrid Approach to Enhance Scientific Document Retrieval	Jan 8, 2024	Deep LearningInformation Retrieval	—Unverified	0

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified